The scathing words, printed in bold, danced mockingly before Maya’s eyes. The critic, a woman known for her icy pronouncements, had eviscerated her restaurant's signature dish, the lavender-infused duck confit. Maya's breath hitched, shallow and quick. She reread the critique of the sauce, and her fingers found themselves tapping incessantly on the table as if trying to play a beat.

She felt a wave of dizziness wash over her. The restaurant, usually a vibrant hub of activity, seemed to shrink around her. The clatter of plates, the murmur of conversation, suddenly became deafening. She gripped the edge of the table, knuckles white.

“Everything okay, chef?” asked a waitress, her voice a distant drone. Maya forced a smile, a shaky attempt to reassure the staff, and the pressure in her chest grew with the effort. "Fine," she managed to croak out before her voice went thin. Her gaze darted around the room, as though searching for an escape route. It felt as though everyone's eyes were on her.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293